Hey everyone! 
I’m Harsh, a CS student from India with a strong background in full-stack development and AI/GenAI systems.
Tech Stack:
• Backend: Python, FastAPI, REST APIs
• Frontend: React.js, React Native
• AI/GenAI: LLM integration, Claude API, Prompt Engineering, Multi-Agent Systems
• Database & Auth: Supabase, PostgreSQL
Research:
I recently authored an IEEE-format research paper on Ethical Alignment in Decentralized Multi-Agent Reinforcement Learning (MARL) — so I’m not just a builder, I think deeply about how AI systems behave.
Currently Building:
An AI-powered legal consultancy app for the Indian market — full-stack, production-grade, built independently.
I’m super excited to contribute to preCICE for GSoC 2026. I’ve gone through the project ideas and I’m particularly interested in System Tests Improvements
Would love any guidance on good first issues or how I can best prepare my proposal! 